rare-words

Rare words are terms that are infrequently used in everyday language. In text analysis or search algorithms, identifying rare words can help improve accuracy or provide insights into specific topics.

How does GPT handle out-of-vocabulary or rare words?

GPT uses a technique called Byte Pair Encoding (BPE) to handle out-of-vocabulary or rare words. This method breaks down words into smaller subword units, allowing GPT to generate meaningful predictions even for unseen words. By leveraging a large training dataset, GPT learns to associate subword units with their correct meaning, enabling it to handle rare words effectively.

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